#knn

2 posts

tech Reading Harvard CS50 AI Aug 30, 2026

Harvard CS50 AI Week 4: Learning — Supervised Learning, k-NN, SVM, Reinforcement Learning Q-learning & Nim

Week 4 enters ML: supervised classification (k-NN, SVM, Perceptron), model evaluation, RL basics (MDP, Q-learning, ε-greedy). Projects: Shopping (purchase prediction with k-NN) and Nim (learning to play via Q-learning).

#harvard-cs50ai #ai #machine-learning #supervised-learning #knn #svm #reinforcement-learning #q-learning #nim #shopping #python #cs50

learning guide Reading CMU 10-301 Machine Learning Aug 22, 2026

CMU 10-301 HW3: Compare K-NN, Perceptron, and Linear Regression

HW3 is written work: a decision-tree review followed by K-NN, Perceptron, and Linear Regression through inductive bias, errors, and model selection.

#cmu #machine-learning #knn #perceptron #linear-regression